Prediction of Li-ion battery state of health based on data-driven algorithm

Li-ion battery state of health (SOH) is a key parameter for characterizing actual battery life. SOH cannot be measured directly. In order to further improve the accuracy of Li-ion battery SOH estimation, a combined model based on health feature parameters combined with EMD-ICA-GRU is proposed to pre...

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Bibliographic Details

Published in:	Energy reports Vol. 8; pp. 442 - 449
Main Authors:	Sun, Hanlei, Yang, Dongfang, Du, Jiaxuan, Li, Ping, Wang, Kai
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.11.2022 Elsevier
Subjects:	EMD GRU ICA Lithium-ion battery SOH Lithium-ion battery GRU SOH EMD ICA
ISSN:	2352-4847, 2352-4847
Online Access:	Get full text
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